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IJCNN 2021 : International Joint Conference on Neural Network
IJCNN 2021 : International Joint Conference on Neural Network

IJCNN 2021 : International Joint Conference on Neural Network

Online
Event Date: July 18, 2021 - July 22, 2021
Submission Deadline: January 15, 2021
Notification of Acceptance: March 15, 2021
Camera Ready Version Due: March 30, 2021



About

The annual International Joint Conference on Neural Networks (IJCNN) is the flagship conference of the IEEE Computational Intelligence Society and the International Neural Network Society. It covers a wide range of topics in the field of neural networks, from biological neural network modeling to artificial neural computation.


Call for Papers

Topics Covered

NEURAL NETWORK MODELS

  • Feedforward neural networks
  • Recurrent neural networks
  • Self-organizing maps
  • Radial basis function networks
  • Attractor neural networks and associative memory
  • Modular networks
  • Fuzzy neural networks
  • Spiking neural networks
  • Reservoir networks (echo-state networks, liquid-state machines, etc.)
  • Large-scale neural networks
  • Other topics in artificial neural networks

 MACHINE LEARNING

  • Supervised learning
  • Unsupervised learning and clustering, (including PCA, and ICA)
  • Reinforcement learning
  • Probabilistic and information-theoretic methods
  • Support vector machines and kernel methods
  • EM algorithms
  • Mixture models, ensemble learning, and other meta-learning or committee algorithms
  • Bayesian, belief, causal, and semantic networks
  • Statistical and pattern recognition algorithms
  • Visualization of data
  • Feature selection, extraction, and aggregation
  • Evolutionary learning
  • Hybrid learning methods
  • Computational power of neural networks
  • Deep learning
  • Other topics in machine learning

NEURODYNAMICS

  • Dynamical models of spiking neurons
  • Synchronization and temporal correlation in neural networks
  • Dynamics of neural systems
  • Chaotic neural networks
  • Dynamics of analog networks
  • Neural oscillators and oscillator networks
  • Dynamics of attractor networks
  • Other topics in neurodynamics

 COMPUTATIONAL NEUROSCIENCE

  • Connectomics
  • Models of large-scale networks in the nervous system
  • Models of neurons and local circuits
  • Models of synaptic learning and synaptic dynamics
  • Models of neuromodulation
  • Brain imaging
  • Analysis of neurophysiological and neuroanatomical data
  • Cognitive neuroscience
  • Models of neural development
  • Models of neurochemical processes
  • Neuroinformatics
  • Other topics in computational neuroscience 

NEURAL MODELS OF PERCEPTION, COGNITION AND ACTION

  • Neurocognitive networks
  • Cognitive architectures
  • Models of conditioning, reward and behavior
  • Cognitive models of decision-making
  • Embodied cognition
  • Cognitive agents
  • Multi-agent models of group cognition
  • Developmental and evolutionary models of cognition
  • Visual system
  • Auditory system
  • Olfactory system
  • Other sensory systems
  • Attention
  • Learning and memory
  • Spatial cognition, representation and navigation
  • Semantic cognition and language
  • Neural models of symbolic processing
  • Reasoning and problem-solving
  • Working memory and cognitive control
  • Emotion and motivation
  • Motor control and action
  • Dynamical models of coordination and behavior
  • Consciousness and awareness
  • Models of sleep and diurnal rhythms
  • Mental disorders
  • Other topics in neural models of perception, cognition and action

NEUROENGINEERING

  • Brain-machine interfaces
  • Neural prostheses 
  • Neuromorphic hardware
  • Embedded neural systems
  • Other topics in neuroengineering

BIO-INSPIRED AND BIOMORPHIC SYSTEMS

  • Brain-inspired cognitive architectures
  • Embodied robotics
  • Evolutionary robotics
  • Developmental robotics
  • Computational models of development
  • Collective intelligence
  • Swarms
  • Autonomous complex systems
  • Self-configuring systems
  • Self-healing systems
  • Self-aware systems
  • Emotional computation
  • Artificial life
  • Other topics in bio-inspired and biomorphic systems

APPLICATIONS 

  • Bioinformatics
  • Biomedical engineering
  • Data analysis and pattern recognition 
  • Speech recognition and speech production 
  • Robotics
  • Neurocontrol
  • Approximate dynamic programming, adaptive critics, and Markov decision processes
  • Neural network approaches to optimization
  • Signal processing, image processing, and multi-media 
  • Temporal data analysis, prediction, and forecasting; time series analysis 
  • Communications and computer networks 
  • Data mining and knowledge discovery 
  • Power system applications 
  • Financial engineering applications 
  • Applications in multi-agent systems and social computing 
  • Manufacturing and industrial applications 
  • Expert systems 
  • Clinical applications 
  • Big data applications 
  • Other applications 
  • Smart grid applications

CROSS-DISCIPLINARY TOPICS 

  • Hybrid intelligent systems 
  • Swarm intelligence 
  • Sensor networks 
  • Quantum computation 
  • Computational biology 
  • Molecular and DNA computation 
  • Computation in tissues and cells 
  • Artificial immune systems 
  • Other cross-disciplinary topics



Best Deals



Summary

IJCNN 2021 : International Joint Conference on Neural Network will take place in Online. It’s a 5 days event starting on Jul 18, 2021 (Sunday) and will be winded up on Jul 22, 2021 (Thursday).

IJCNN 2021 falls under the following areas: NEURAL NETWORK, MACHINE LEARNING, NEURODYNAMICS, COMPUTATIONAL NEUROSCIENCE, etc. Submissions for this Conference can be made by Jan 15, 2021. Authors can expect the result of submission by Mar 15, 2021. Upon acceptance, authors should submit the final version of the manuscript on or before Mar 30, 2021 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the IJCNN 2021

  • Short Name: IJCNN 2021
  • Full Name: International Joint Conference on Neural Network
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of IJCNN 2021
  • Event Type: Conference
  • Website Link: https://www.ijcnn.org/
  • Location/Address: Online


Credits and Sources

[1] IJCNN 2021 : International Joint Conference on Neural Network


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